Off-Line Writer Verification Using Segments of Handwritten Samples and SVM.
Verónica AubinMatilde SantosMarco MoraPublished in: CISIS (2020)
Keyphrases
- writer identification
- handwritten signature verification
- support vector machine svm
- support vector
- training set
- support vectors
- small sample
- training samples
- knn
- multi class
- writing styles
- feature selection
- positive samples
- writer independent
- handwritten text
- kernel function
- binary features
- support vector machine
- sample selection
- training data
- machine learning
- fractal dimension
- handwritten documents
- data sets
- handwritten words
- svm classifier
- model checking
- character recognition
- active learning
- multi class classification
- svm classification
- feature vectors
- neural network
- sample set
- text lines
- classification algorithm
- recognition rate
- learning algorithm
- face verification
- handwriting recognition
- decision boundary
- generalization ability
- hyperplane
- cost sensitive
- word spotting
- training examples
- high dimensional
- numeral strings
- feature space
- decision trees